{"id":25782,"date":"2025-05-12T09:41:39","date_gmt":"2025-05-12T01:41:39","guid":{"rendered":"https:\/\/aif.amtbbs.org\/?p=25782"},"modified":"2025-05-12T09:41:39","modified_gmt":"2025-05-12T01:41:39","slug":"%e8%bd%ac%e8%ba%ab%e4%b8%96%e7%95%8c%e5%b0%b1%e5%8f%98%e6%a0%b7%ef%bc%9fworldmem%e7%94%a8%e8%ae%b0%e5%bf%86%e8%ae%a9ai%e7%94%9f%e6%88%90%e7%9a%84%e4%b8%96%e7%95%8c%e6%8b%a5%e6%9c%89%e4%ba%86%e4%b8%80","status":"publish","type":"post","link":"https:\/\/aif.amtbbs.org\/index.php\/2025\/05\/12\/25782\/","title":{"rendered":"\u8f6c\u8eab\u4e16\u754c\u5c31\u53d8\u6837\uff1fWorldMem\u7528\u8bb0\u5fc6\u8ba9AI\u751f\u6210\u7684\u4e16\u754c\u62e5\u6709\u4e86\u4e00\u81f4\u6027"},"content":{"rendered":"
\"\"<\/div>\n
<\/div>\n
\u8fd1\u5e74\u6765\uff0c\u89c6\u9891\u751f\u6210\u6a21\u578b\uff08\u5982 WAN 2.1 [9]\u3001Hunyuan [10] \u7b49\uff09\u5c55\u73b0\u51fa\u60ca\u4eba\u7684\u4e16\u754c\u751f\u6210\u4e0e\u4eff\u771f\u80fd\u529b\uff0c\u9a8c\u8bc1\u4e86\u5176\u5728\u7406\u89e3\u4e0e\u751f\u6210\u590d\u6742\u73af\u5883\u4e2d\u7684\u6f5c\u529b\u3002<\/div>\n
\n
\n

\u672c\u6587\u4e00\u4f5c\u4e3a\u8096\u6cfd\u742a\uff0c\u672c\u79d1\u6bd5\u4e1a\u4e8e\u6d59\u6c5f\u5927\u5b66\uff0c\u73b0\u4e3a\u5357\u6d0b\u7406\u5de5\u5927\u5b66\u535a\u58eb\u751f\uff0c\u7814\u7a76\u65b9\u5411\u662f\u57fa\u4e8e\u89c6\u9891\u751f\u6210\u6a21\u578b\u7684\u4e16\u754c\u751f\u6210\u548c\u6a21\u62df\uff0c\u5bfc\u5e08\u4e3a\u6f58\u65b0\u94a2\u3002\u4e2a\u4eba\u4e3b\u9875\uff1a<\/p>\n

https:\/\/xizaoqu.github.io<\/p>\n

\u8fd1\u5e74\u6765\uff0c\u57fa\u4e8e\u89c6\u9891\u751f\u6210\u6a21\u578b\u7684\u53ef\u4ea4\u4e92\u4e16\u754c\u751f\u6210\u5f15\u53d1\u4e86\u5e7f\u6cdb\u5173\u6ce8\u3002\u5c3d\u7ba1\u73b0\u6709\u65b9\u6cd5\u5728\u751f\u6210\u8d28\u91cf\u548c\u4ea4\u4e92\u80fd\u529b\u4e0a\u53d6\u5f97\u4e86\u663e\u8457\u8fdb\u5c55\uff0c\u4f46\u7531\u4e8e\u4e0a\u4e0b\u6587\u65f6\u95f4\u7a97\u53e3\u53d7\u9650\uff0c\u751f\u6210\u7684\u4e16\u754c\u5728\u957f\u65f6\u5e8f\u4e0b\u4e25\u91cd\u7f3a\u4e4f\u4e00\u81f4\u6027\u3002<\/p>\n

\u9488\u5bf9\u8fd9\u4e00\u95ee\u9898\uff0c\u5357\u6d0b\u7406\u5de5\u5927\u5b66 S-Lab\u3001\u5317\u4eac\u5927\u5b66\u4e0e\u4e0a\u6d77 AI Lab \u7684\u7814\u7a76\u8005\u63d0\u51fa\u4e86\u521b\u65b0\u6027\u7684\u4e16\u754c\u751f\u6210\u6a21\u578b\u2014\u2014WorldMem\uff0c\u901a\u8fc7\u5f15\u5165\u8bb0\u5fc6\u673a\u5236\uff0c\u5b9e\u73b0\u4e86\u957f\u65f6\u5e8f\u4e00\u81f4\u7684\u4e16\u754c\u751f\u6210\u3002<\/p>\n

WorldMem \u5728 Minecraft \u6570\u636e\u96c6\u4e0a\u8fdb\u884c\u4e86\u5927\u89c4\u6a21\u8bad\u7ec3\uff0c\u652f\u6301\u5728\u591a\u6837\u5316\u573a\u666f\u4e2d\u81ea\u7531\u63a2\u7d22\u548c\u52a8\u6001\u53d8\u5316\uff0c\u5e76\u5728\u771f\u5b9e\u6570\u636e\u96c6\u4e0a\u9a8c\u8bc1\u4e86\u65b9\u6cd5\u7684\u53ef\u884c\u6027\u3002<\/p>\n

\"\u56fe\u7247\"<\/p>\n

    \n
  • \u8bba\u6587\u540d\u79f0\uff1aWorldMem: Long-term Consistent World Simulation with Memory<\/li>\n
  • \u9879\u76ee\u4e3b\u9875\uff1a https:\/\/xizaoqu.github.io\/worldmem<\/li>\n
  • \u8bba\u6587\u4ee3\u7801\uff1ahttps:\/\/github.com\/xizaoqu\/WorldMem<\/li>\n
  • Demo\uff1ahttps:\/\/huggingface.co\/spaces\/yslan\/worldmem<\/li>\n<\/ul>\n

    \u7814\u7a76\u80cc\u666f<\/h4>\n

    \u4e16\u754c\u751f\u6210\u6a21\u578b\u5728\u8fd1\u671f\u53d7\u5230\u4e86\u5e7f\u6cdb\u5173\u6ce8\uff0c\u5982\u8c37\u6b4c\u7684 Genie 2 [1]\u3001\u963f\u91cc\u7684 The Matrix [2]\u3001Meta \u7684 Navigation World Models [4] \u7b49\u3002\u8fd9\u4e9b\u65b9\u6cd5\u5728\u751f\u6210\u8d28\u91cf\u4e0e\u4ea4\u4e92\u6027\u65b9\u9762\u53d6\u5f97\u4e86\u663e\u8457\u8fdb\u5c55\uff0c\u4f46\u957f\u65f6\u4e00\u81f4\u6027\u95ee\u9898\u4ecd\u672a\u5f97\u5230\u6709\u6548\u89e3\u51b3\u3002<\/p>\n

    \u4e3e\u4f8b\uff1a\u5f53\u6211\u4eec\u63a7\u5236\u89c6\u89d2\u5148\u5411\u53f3\u8f6c\uff0c\u518d\u5411\u5de6\u8f6c\u3002<\/p>\n

    \u5728\u4f20\u7edf\u65b9\u6cd5\u4e2d\uff0c\u56de\u770b\u65f6\u573a\u666f\u5185\u5bb9\u4f1a\u53d1\u751f\u663e\u8457\u53d8\u5316\u3002<\/p>\n

    \"\"<\/p>\n

    \u5728 WorldMem \u4e2d\uff0c\u6211\u4eec\u5728\u4e16\u754c\u751f\u6210\u6a21\u578b\u4e2d\u5f15\u5165\u8bb0\u5fc6\u673a\u5236\uff0c\u5b9e\u73b0\u4e86\u4e00\u81f4\u7684\u4e16\u754c\u751f\u6210\u3002<\/p>\n

    \"\"<\/p>\n

    \u65b9\u6cd5\u6548\u679c<\/h4>\n

    WorldMem \u901a\u8fc7\u5f15\u5165\u8bb0\u5fc6\u673a\u5236\uff0c\u5b9e\u73b0\u4e86\u957f\u65f6\u5e8f\u4e0b\u4e16\u754c\u751f\u6210\u7684\u4e00\u81f4\u6027\u3002\u667a\u80fd\u4f53\u53ef\u5728\u5e7f\u9614\u7684\u52a8\u4f5c\u7a7a\u95f4\u4e2d\u63a2\u7d22\u591a\u6837\u573a\u666f\uff0c\u751f\u6210\u7ed3\u679c\u5728\u89c6\u89d2\u548c\u4f4d\u7f6e\u53d8\u5316\u540e\u4ecd\u4fdd\u6301\u826f\u597d\u7684\u51e0\u4f55\u4e00\u81f4\u6027\u3002<\/p>\n

    <\/p>\n

    \u540c\u65f6\uff0cWorldMem \u8fd8\u652f\u6301\u65f6\u95f4\u4e00\u81f4\u6027\u5efa\u6a21\u3002\u6bd4\u5982\u5728\u96ea\u5730\u4e2d\u653e\u7f6e\u5357\u74dc\u706f\uff0c\u968f\u7740\u65f6\u95f4\u63a8\u79fb\uff0c\u6a21\u578b\u4e0d\u4ec5\u4fdd\u7559\u8be5\u7269\u4f53\uff0c\u8fd8\u80fd\u751f\u6210\u5176\u9010\u6e10\u878d\u5316\u5468\u56f4\u79ef\u96ea\u7684\u7ec6\u8282\uff0c\u4f53\u73b0\u771f\u5b9e\u7684\u4e8b\u4ef6\u6f14\u5316\u8fc7\u7a0b\u3002<\/p>\n

    <\/p>\n

    \u65b9\u6cd5<\/h4>\n

    WorldMem \u6a21\u578b\u7684\u4e3b\u8981\u7ed3\u6784\u5982\u4e0b\u56fe\u6240\u793a\uff0c\u5305\u542b\u4e09\u5927\u6838\u5fc3\u6a21\u5757\uff1a<\/p>\n

      \n
    • \u6761\u4ef6\u751f\u6210\u6a21\u5757<\/li>\n
    • \u8bb0\u5fc6\u8bfb\u5199\u6a21\u5757<\/li>\n
    • \u8bb0\u5fc6\u878d\u5408\u6a21\u5757<\/li>\n<\/ul>\n

      \"\u56fe\u7247\"<\/p>\n

      \u6761\u4ef6\u751f\u6210\u6a21\u5757\u2014\u2014\u652f\u6301\u4ea4\u4e92\u4e0e\u6301\u7eed\u751f\u6210\u7684\u6761\u4ef6\u89c6\u9891\u751f\u6210\u4e3b\u5e72<\/p>\n

      \u6211\u4eec\u57fa\u4e8e Oasis [5] \u548c Conditional DiT [6] \u6784\u5efa\u4e86\u4e16\u754c\u751f\u6210\u57fa\u6a21\u578b\uff0c\u5e76\u91c7\u7528 Diffusion Forcing [3] \u8bad\u7ec3\u7b56\u7565\uff0c\u4f7f\u6a21\u578b\u80fd\u5728\u6709\u9650\u4e0a\u4e0b\u6587\u4e0b\u5b9e\u73b0\u81ea\u56de\u5f52\u5f0f\u957f\u65f6\u751f\u6210\u3002<\/p>\n

      \u5c3d\u7ba1\u6269\u6563\u6a21\u578b\u7ed3\u5408\u81ea\u56de\u5f52\u8bad\u7ec3\u5177\u5907\u4e00\u5b9a\u7684\u957f\u65f6\u751f\u6210\u80fd\u529b\uff0c\u4f46\u4ecd\u53d7\u9650\u4e8e\u4e0a\u4e0b\u6587\u7a97\u53e3\uff0c\u6613\u51fa\u73b0\u9057\u5fd8\u95ee\u9898\uff0c\u5bfc\u81f4\u751f\u6210\u5185\u5bb9\u9010\u6e10\u5931\u771f\u3002\u4e3a\u6b64\uff0c\u6211\u4eec\u5f15\u5165\u8bb0\u5fc6\u673a\u5236\uff0c\u4ee5\u589e\u5f3a\u6a21\u578b\u7684\u957f\u671f\u4e00\u81f4\u6027\u3002<\/p>\n

      \u8bb0\u5fc6\u8bfb\u5199\u6a21\u5757\u2014\u2014\u8d1f\u8d23\u5386\u53f2\u4fe1\u606f\u7684\u5b58\u53d6\u4e0e\u7cbe\u51c6\u68c0\u7d22<\/p>\n

        \n
      • \u8bb0\u5fc6\u5e93\uff08Memory Bank\uff09\uff1a\u6784\u5efa\u751f\u6210\u7684\u957f\u671f\u8bb0\u5fc6<\/li>\n<\/ul>\n

        \u4e3a\u7f13\u89e3\u4e0a\u4e0b\u6587\u7a97\u53e3\u5e26\u6765\u7684\u9057\u5fd8\u95ee\u9898\uff0c\u6211\u4eec\u5f15\u5165\u4e86\u8bb0\u5fc6\u673a\u5236\uff0c\u4f5c\u4e3a\u4e00\u4e2a\u6301\u7eed\u66f4\u65b0\u7684\u5916\u90e8\u7f13\u51b2\u533a\uff0c\u5e2e\u52a9\u6a21\u578b\u56de\u987e\u8fc7\u53bb\uff0c\u4fdd\u6301\u573a\u666f\u5728\u65f6\u95f4\u4e0a\u7684\u8fde\u7eed\u6027\u3002<\/p>\n

        \u6211\u4eec\u8bbe\u8ba1\u7684\u8bb0\u5fc6\u5e93\u7528\u4e8e\u5b58\u50a8\u751f\u6210\u8fc7\u7a0b\u4e2d\u7684\u5173\u952e\u5386\u53f2\u4fe1\u606f\u3002\u6bcf\u4e2a\u8bb0\u5fc6\u5355\u5143\u5305\u542b\u56fe\u50cf\u5e27\u53ca\u5176\u5bf9\u5e94\u7684\u72b6\u6001\uff08\u89c6\u89d2\u4f4d\u59ff\u4e0e\u65f6\u95f4\u6233\uff09\u3002\u968f\u7740\u751f\u6210\u63a8\u8fdb\uff0c\u8bb0\u5fc6\u5e93\u4e0d\u65ad\u79ef\u7d2f\uff0c\u6784\u5efa\u8d77\u4e00\u5957\u53ef\u68c0\u7d22\u7684\u65f6\u95f4\u8bb0\u5f55\u3002<\/p>\n

          \n
        • \u8bb0\u5fc6\u68c0\u7d22\uff08Memory Retrieve\uff09\uff1a\u9ad8\u6548\u9009\u51fa\u6700\u76f8\u5173\u7684\u5386\u53f2\u5e27<\/li>\n<\/ul>\n

          \u7531\u4e8e\u6bcf\u6b21\u751f\u6210\u4ec5\u80fd\u53c2\u8003\u5c11\u91cf\u5386\u53f2\u5e27\uff0c\u6211\u4eec\u8bbe\u8ba1\u4e86\u4e00\u79cd\u8d2a\u5fc3\u5339\u914d\u7b97\u6cd5\uff0c\u4ece\u5e9e\u5927\u7684\u8bb0\u5fc6\u5e93\u4e2d\u9ad8\u6548\u7b5b\u9009\u5173\u952e\u4fe1\u606f\uff1a<\/p>\n

            \n
          1. \u8ba1\u7b97\u76f8\u4f3c\u5ea6\uff08\u57fa\u4e8e\u89c6\u91ce\u91cd\u53e0\u4e0e\u65f6\u95f4\u5dee\u5f02\uff09\uff1b<\/li>\n
          2. \u9009\u53d6\u4e0e\u5f53\u524d\u573a\u666f\u6700\u63a5\u8fd1\u7684\u8bb0\u5fc6\u5355\u5143\uff1b<\/li>\n
          3. \u8fc7\u6ee4\u5197\u4f59\uff0c\u786e\u4fdd\u9009\u51fa\u7684\u8bb0\u5fc6\u4ee3\u8868\u6027\u5f3a\u3001\u4fe1\u606f\u591a\u6837\u3002<\/li>\n<\/ol>\n

            \u8fd9\u4e00\u8fc7\u7a0b\u4e0d\u4ec5\u63d0\u5347\u4e86\u751f\u6210\u6548\u7387\uff0c\u4e5f\u4fdd\u969c\u4e86\u5386\u53f2\u4fe1\u606f\u7684\u6709\u6548\u5229\u7528\u3002<\/p>\n

            \u8bb0\u5fc6\u878d\u5408\u6a21\u5757\u2014\u2014\u878d\u5408\u5173\u952e\u5386\u53f2\u5e27\uff0c\u5f15\u5bfc\u5f53\u524d\u751f\u6210<\/strong><\/p>\n

            \u5728\u957f\u65f6\u5e8f\u89c6\u9891\u751f\u6210\u4e2d\uff0c\u4ec5\u4f9d\u8d56\u5f53\u524d\u5e27\u96be\u4ee5\u7ef4\u6301\u573a\u666f\u4e00\u81f4\u6027\u3002\u6211\u4eec\u5f15\u5165\u8bb0\u5fc6\u878d\u5408\u6a21\u5757\uff0c\u901a\u8fc7\u878d\u5408\u5173\u952e\u5386\u53f2\u5e27\uff0c\u5f15\u5bfc\u5f53\u524d\u751f\u6210\uff0c\u4f7f\u6a21\u578b\u5728\u89c6\u89d2\u6216\u573a\u666f\u53d8\u5316\u540e\uff0c\u4ecd\u80fd\u8fd8\u539f\u5148\u524d\u5185\u5bb9\u3002<\/p>\n

            \u4e0d\u540c\u4e8e StreamingT2V [7]\u3001SlowFast [8] \u7b49\u65b9\u6cd5\u4e3b\u8981\u4f9d\u8d56\u9ad8\u5c42\u8bed\u4e49\u7279\u5f81\uff0c\u6211\u4eec\u66f4\u5173\u6ce8\u7ec6\u8282\u91cd\u5efa\u4e0e\u7a7a\u95f4\u4e00\u81f4\u6027\uff0c\u56e0\u6b64\u9700\u8981\u66f4\u7cbe\u7ec6\u7684\u5386\u53f2\u5173\u8054\u673a\u5236\u3002<\/p>\n

              \n
            • Memory Attention\uff1a\u8fde\u63a5\u8fc7\u53bb\u4e0e\u73b0\u5728<\/li>\n<\/ul>\n

              \u6211\u4eec\u91c7\u7528\u8de8\u6ce8\u610f\u529b\u673a\u5236\uff0c\u5b9e\u73b0\u5f53\u524d\u5e27\u4e0e\u5386\u53f2\u5e27\u7684\u52a8\u6001\u4ea4\u4e92\uff1a<\/p>\n

                \n
              • \u4e3a\u5f53\u524d\u5e27\u548c\u8bb0\u5fc6\u5e27\u6dfb\u52a0\u72b6\u6001\u5d4c\u5165\uff08\u4f4d\u59ff + \u65f6\u95f4\uff09\uff1b<\/li>\n
              • \u901a\u8fc7\u6ce8\u610f\u529b\u8ba1\u7b97\uff0c\u63d0\u53d6\u4e0e\u5f53\u524d\u573a\u666f\u6700\u76f8\u5173\u7684\u8bb0\u5fc6\u4fe1\u606f\uff0c\u751f\u6210\u878d\u5408\u7279\u5f81\u7528\u4e8e\u5f15\u5bfc\u751f\u6210\u3002<\/li>\n<\/ul>\n

                \u8fd9\u79cd\u65b9\u5f0f\u5b9e\u73b0\u4e86\u5386\u53f2\u4fe1\u606f\u7684\u9ad8\u6548\u5229\u7528\u4e0e\u7cbe\u51c6\u68c0\u7d22\uff0c\u663e\u8457\u589e\u5f3a\u751f\u6210\u7684\u4e00\u81f4\u6027\u3002<\/p>\n

                  \n
                • \u72b6\u6001\u5d4c\u5165\u8bbe\u8ba1\uff1a\u7cbe\u7ec6\u8868\u8fbe\u7a7a\u95f4\u4e0e\u65f6\u95f4<\/li>\n<\/ul>\n

                  \u4e3a\u63d0\u5347\u878d\u5408\u6548\u679c\uff0c\u6211\u4eec\u8bbe\u8ba1\u4e86\u4e24\u7c7b\u5d4c\u5165\uff1a<\/p>\n

                    \n
                  • \u4f4d\u59ff\u5d4c\u5165\uff1a\u91c7\u7528 Pl\u00fccker \u5750\u6807\u8868\u8fbe\u7a7a\u95f4\u4f4d\u7f6e\uff1b<\/li>\n
                  • \u65f6\u95f4\u5d4c\u5165\uff1a\u4f7f\u7528 MLP \u6620\u5c04\u65f6\u95f4\u6233\u3002<\/li>\n<\/ul>\n

                    \u4e8c\u8005\u76f8\u52a0\u6784\u6210\u6700\u7ec8\u72b6\u6001\u7279\u5f81\u3002\u6b64\u5916\uff0c\u6211\u4eec\u5f15\u5165\u76f8\u5bf9\u5d4c\u5165\u673a\u5236\uff1a<\/p>\n

                      \n
                    • \u67e5\u8be2\u5e27\u4f7f\u7528\u96f6\u5411\u91cf\uff0c\u4ec5\u4f9d\u8d56\u8bb0\u5fc6\u5e27\u7684\u76f8\u5bf9\u72b6\u6001\uff1b<\/li>\n
                    • \u5e76\u91c7\u7528\u5e27\u72ec\u7acb\u68c0\u7d22\u7b56\u7565\uff0c\u786e\u4fdd\u6bcf\u5e27\u90fd\u80fd\u5355\u72ec\u63d0\u53d6\u6700\u76f8\u5173\u5386\u53f2\u4fe1\u606f\u3002<\/li>\n<\/ul>\n

                      \u6574\u4f53\u4e0a\uff0c\u8bb0\u5fc6\u878d\u5408\u6a21\u5757\u663e\u8457\u63d0\u5347\u4e86\u6a21\u578b\u7684\u7a7a\u95f4\u7406\u89e3\u4e0e\u7ec6\u8282\u4fdd\u6301\u80fd\u529b\uff0c\u662f\u5b9e\u73b0\u7a33\u5b9a\u3001\u8fde\u8d2f\u4e16\u754c\u751f\u6210\u7684\u5173\u952e\u7ec4\u6210\u90e8\u5206\u3002<\/p>\n

                      \u5b9e\u9a8c<\/h4>\n

                      \u5728 Minecraft \u4e0a\u7684\u7ed3\u679c<\/p>\n

                      \u6211\u4eec\u5728 Minecraft \u57fa\u51c6\u6d4b\u8bd5\u4e2d\u8bc4\u4f30\u4e86\u6240\u63d0\u65b9\u6cd5\uff0c\u7ed3\u679c\u663e\u793a\uff1a<\/p>\n

                        \n
                      • \u5728\u77ed\u65f6\u751f\u6210\u4e2d\uff0c\u4f20\u7edf\u65b9\u6cd5\u6613\u51fa\u73b0\u4e00\u81f4\u6027\u95ee\u9898\uff0c\u800c\u5f15\u5165\u8bb0\u5fc6\u673a\u5236\u540e\uff0c\u751f\u6210\u8d28\u91cf\u4e0e\u4e00\u81f4\u6027\u660e\u663e\u63d0\u5347\uff1b<\/li>\n
                      • \u5728\u957f\u65f6\u63a8\u7406\u4e2d\uff0c\u4f20\u7edf\u65b9\u6cd5\u6027\u80fd\u663e\u8457\u4e0b\u964d\uff0c\u800c\u6211\u4eec\u7684\u65b9\u6cd5\u5728\u5404\u9879\u6307\u6807\u4e0a\u4fdd\u6301\u4f18\u52bf\uff0c\u5c55\u73b0\u51fa\u826f\u597d\u7684\u957f\u671f\u7a33\u5b9a\u6027\u3002<\/li>\n<\/ul>\n

                        \"\u56fe\u7247\"<\/p>\n

                          \n
                        • \u957f\u65f6\u5e8f\u751f\u6210\u5bf9\u6bd4<\/li>\n<\/ul>\n

                          \u4e0b\u56fe\u5c55\u793a\u4e86\u4e0d\u540c\u6d88\u878d\u8bbe\u7f6e\u4e0b\uff0c\u6a21\u578b\u5728 300 \u5e27\u5e8f\u5217\u4e0a\u7684 PSNR \u53d8\u5316\u3002\u7ed3\u679c\u8868\u660e\uff1a<\/p>\n

                            \n
                          • \u7f3a\u5c11\u8bb0\u5fc6\u6a21\u5757\u6216\u91c7\u7528\u968f\u673a\u68c0\u7d22\u7684\u65b9\u6cd5\uff0c\u5728\u77ed\u65f6\u95f4\u5185\u5373\u51fa\u73b0\u4e00\u81f4\u6027\u4e0b\u964d\uff1b<\/li>\n
                          • \u7f3a\u5c11\u76f8\u5bf9\u4f4d\u7f6e\u7f16\u7801\u7684\u6a21\u578b\uff0c\u5728 100 \u5e27\u540e\u6027\u80fd\u660e\u663e\u9000\u5316\uff1b<\/li>\n
                          • \u5b8c\u6574\u65b9\u6cd5\u5728 300 \u5e27\u4ee5\u4e0a\u4ecd\u4fdd\u6301\u7a33\u5b9a\u4e00\u81f4\u6027\uff0c\u5c55\u73b0\u51fa\u4f18\u8d8a\u7684\u957f\u671f\u5efa\u6a21\u80fd\u529b\u3002<\/li>\n<\/ul>\n

                            <\/p>\n

                              \n
                            • \u53ef\u89c6\u5316\u7ed3\u679c<\/li>\n<\/ul>\n

                              \u4e0e\u4eff\u771f\u6570\u636e\uff08Ground Truth\uff09\u76f8\u6bd4\uff0cWorldMem \u80fd\u591f\u57fa\u4e8e\u8bb0\u5fc6\u6761\u4ef6\u8f93\u5165\uff0c\u51c6\u786e\u5efa\u6a21\u4e16\u754c\u573a\u666f\uff0c\u540c\u65f6\u652f\u6301\u52a8\u6001\u53d8\u5316\uff08\u5982\u964d\u96e8\uff09\uff0c\u5e76\u4fdd\u6301\u826f\u597d\u7684\u65f6\u95f4\u4e00\u81f4\u6027\u3002<\/p>\n

                              <\/p>\n

                              <\/p>\n

                              <\/p>\n

                              WorldMem \u652f\u6301\u4e0e\u751f\u6210\u4e16\u754c\u7684\u4ea4\u4e92\uff0c\u4f8b\u5982\u5728\u6c99\u6f20\u4e2d\u653e\u7f6e\u5e72\u8349\u5806\u6216\u5728\u8349\u539f\u4e0a\u79cd\u690d\u4f5c\u7269\u3002\u8fd9\u4e9b\u4e8b\u4ef6\u4f1a\u88ab\u5199\u5165\u8bb0\u5fc6\u5e93\uff0c\u5e76\u5f71\u54cd\u540e\u7eed\u751f\u6210\u3002\u5f53\u7528\u6237\u56de\u5230\u66fe\u79cd\u690d\u4f5c\u7269\u7684\u4f4d\u7f6e\u65f6\uff0c\u4e0d\u4ec5\u80fd\u770b\u5230\u4f5c\u7269\u4ecd\u5728\uff0c\u8fd8\u80fd\u89c2\u5bdf\u5176\u4ece\u53d1\u82bd\u5230\u751f\u957f\u7684\u8fc7\u7a0b\uff0c\u4f53\u73b0\u51fa\u6a21\u578b\u5bf9\u65f6\u95f4\u52a8\u6001\u7684\u5efa\u6a21\u80fd\u529b\u3002<\/p>\n

                              <\/p>\n

                                \n
                              • \u5728\u771f\u5b9e\u573a\u666f\u4e0a\u7684\u7ed3\u679c<\/li>\n<\/ul>\n

                                \u6211\u4eec\u540c\u65f6\u4e5f\u5c06\u6211\u4eec\u7684\u65b9\u6cd5\u5728\u771f\u5b9e\u573a\u666f\u6570\u636e\u4e0a\u505a\u4e86\u9a8c\u8bc1\uff0c\u7ed3\u679c\u663e\u793a\uff0c\u52a0\u5165\u8bb0\u5fc6\u673a\u5236\u540e\uff0c\u6211\u4eec\u7684\u65b9\u6cd5\u80fd\u591f\u589e\u5f3a\u771f\u5b9e\u4e16\u754c\u751f\u6210\u7684\u4e00\u81f4\u6027\u3002<\/p>\n

                                <\/p>\n

                                \u66f4\u591a\u5b9a\u5236\u8f68\u8ff9\u7684\u7ed3\u679c:<\/p>\n

                                <\/p>\n

                                \u66f4\u591a\u7ec6\u8282\u8bf7\u53c2\u8003\u6211\u4eec\u7684\u8bba\u6587\u4e0e\u9879\u76ee\u4e3b\u9875\u3002<\/p>\n

                                \u5c55\u671b<\/h4>\n

                                \u8fd1\u5e74\u6765\uff0c\u89c6\u9891\u751f\u6210\u6a21\u578b\uff08\u5982 WAN 2.1 [9]\u3001Hunyuan [10] \u7b49\uff09\u5c55\u73b0\u51fa\u60ca\u4eba\u7684\u4e16\u754c\u751f\u6210\u4e0e\u4eff\u771f\u80fd\u529b\uff0c\u9a8c\u8bc1\u4e86\u5176\u5728\u7406\u89e3\u4e0e\u751f\u6210\u590d\u6742\u73af\u5883\u4e2d\u7684\u6f5c\u529b\u3002<\/p>\n

                                \u6211\u4eec\u76f8\u4fe1\uff0c\u672a\u6765\u4ea4\u4e92\u5f0f\u89c6\u9891\u751f\u6210\u6a21\u578b\u5c06\u5728\u865a\u62df\u4eff\u771f\u3001\u4ea4\u4e92\u667a\u80fd\u7b49\u9886\u57df\u53d1\u6325\u8d8a\u6765\u8d8a\u91cd\u8981\u7684\u4f5c\u7528\u3002<\/p>\n

                                WorldMem \u4e3a\u4e16\u754c\u4e00\u81f4\u6027\u5efa\u6a21\u8fc8\u51fa\u4e86\u5173\u952e\u4e00\u6b65\uff0c\u968f\u7740\u6280\u672f\u53d1\u5c55\uff0c\u89c6\u9891\u751f\u6210\u6a21\u578b\u6709\u671b\u6210\u4e3a\u6784\u5efa\u771f\u5b9e\u3001\u6301\u4e45\u3001\u4ea4\u4e92\u5f0f\u865a\u62df\u4e16\u754c\u7684\u6838\u5fc3\u5f15\u64ce\u3002<\/p>\n

                                \u6587\u7ae0\u6765\u81ea\uff1a51CTO<\/p>\n<\/div>\n<\/div>\n

                                <\/div>\n

                                <\/g><\/svg><\/i> \"Loading\"<\/p>\n

                                <\/div>\n","protected":false},"excerpt":{"rendered":"

                                \u8fd1\u5e74\u6765\uff0c\u89c6\u9891\u751f\u6210\u6a21\u578b\uff08\u5982 WAN 2.1 [9]\u3001Hunyuan [10] \u7b49\uff09\u5c55\u73b0\u51fa\u60ca\u4eba\u7684\u4e16\u754c\u751f\u6210\u4e0e\u4eff\u771f\u80fd\u529b […]<\/p>\n

                                <\/div>\n

                                <\/g><\/svg><\/i> \"Loading\"<\/p>\n

                                <\/div>\n","protected":false},"author":56,"featured_media":25784,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3,23,20,80],"tags":[1681],"class_list":["post-25782","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","category-23","category-20","category-80","tag-worldmemai"],"_links":{"self":[{"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/posts\/25782","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/users\/56"}],"replies":[{"embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/comments?post=25782"}],"version-history":[{"count":1,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/posts\/25782\/revisions"}],"predecessor-version":[{"id":25796,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/posts\/25782\/revisions\/25796"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/media\/25784"}],"wp:attachment":[{"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/media?parent=25782"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/categories?post=25782"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/tags?post=25782"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}